Gynecology | Oncology | Radiology Ultrasound-based deep learning radiomics model for differentiating benign, borderline, and malignant ovarian tumours: a multi-class classification exploratory study. April 17, 2024
Oncology | Radiology Lymph node metastasis prediction and biological pathway associations underlying DCE-MRI deep learning radiomics in invasive breast cancer. April 16, 2024
Hematology | Medical Image Analysis | Pathology Deep learning-based image annotation for leukocyte segmentation and classification of blood cell morphology. April 8, 2024
Oncology | Radiology Deep transfer learning with fuzzy ensemble approach for the early detection of breast cancer. April 8, 2024
Endocrinology | Oncology | Radiology The value of a neural network based on multi-scale feature fusion to ultrasound images for the differentiation in thyroid follicular neoplasms. March 28, 2024
Gastroenterology | Oncology | Radiology Malignancy diagnosis of liver lesion in contrast enhanced ultrasound using an end-to-end method based on deep learning. March 22, 2024
Neurology | Radiology Contrast-enhanced to non-contrast-enhanced image translation to exploit a clinical data warehouse of T1-weighted brain MRI. March 20, 2024
Oncology | Radiology Unified deep learning models for enhanced lung cancer prediction with ResNet-50-101 and EfficientNet-B3 using DICOM images. March 19, 2024
Neurosurgery | Radiology Deep learning-based automatic segmentation of meningioma from T1-weighted contrast-enhanced MRI for preoperative meningioma differentiation using radiomic features. March 5, 2024
Oncology | Radiology Transfer learning-based PET/CT three-dimensional convolutional neural network fusion of image and clinical information for prediction of EGFR mutation in lung adenocarcinoma. March 4, 2024
Pulmonology | Radiology PulmoNet: a novel deep learning based pulmonary diseases detection model. February 28, 2024
Infectious Diseases | Pulmonology | Radiology Automated machine learning for the identification of asymptomatic COVID-19 carriers based on chest CT images. February 27, 2024